{"id":"W2889004993","doi":"10.3168/jds.2018-14680","title":"Canadian National Dairy Study: Heifer calf management","year":2018,"lang":"en","type":"article","venue":"Journal of Dairy Science","topic":"Effects of Environmental Stressors on Livestock","field":"Agricultural and Biological Sciences","cited_by":92,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Prince Edward Island; University of Saskatchewan; Université de Montréal; University of Calgary; University of Guelph","funders":"Ministry of Agriculture, Food and Rural Affairs; Agriculture and Agri-Food Canada; Ontario Ministry of Agriculture, Food and Rural Affairs; Dairy Farmers of Canada","keywords":"Colostrum; Ice calving; Animal science; Biology; Medicine; Veterinary medicine; Pregnancy; Lactation","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001021353,0.00009580227,0.0001116465,0.00009301386,0.0004672004,0.00009800535,0.0007882452,0.00002659594,0.0003616461],"category_scores_gemma":[0.00006624489,0.0000379745,0.00005114035,0.0006813688,0.0003671261,0.000527424,0.0001158996,0.000115378,0.00008530648],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003017286,"about_ca_system_score_gemma":0.00006328365,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00240546,"about_ca_topic_score_gemma":0.01105357,"domain_scores_codex":[0.9982156,0.0000442961,0.0002379204,0.0002038916,0.0009906449,0.0003077037],"domain_scores_gemma":[0.9992461,0.00005444009,0.0001502697,0.0000519869,0.0001397256,0.0003574961],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002246385,0.00221432,0.5222985,0.00001550669,0.0001861338,0.0005206462,0.001605807,0.0002046742,0.2470181,0.002593995,0.03430333,0.1888144],"study_design_scores_gemma":[0.0001737968,0.001216935,0.9848958,0.00001837514,0.000008524806,0.00003651439,0.0006054259,0.00002672849,0.0007420329,0.0003117121,0.01185583,0.0001082994],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9897657,0.00002916116,0.000002429943,0.001183959,0.0003489193,0.000154171,0.000008590348,0.000006042675,0.008501035],"genre_scores_gemma":[0.9983778,0.00000461452,0.0003159763,0.0004387006,0.0004023234,0.000001882793,7.283133e-7,6.000806e-7,0.0004573445],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4625973,"threshold_uncertainty_score":0.616815,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0158535525484799,"score_gpt":0.2459745210117538,"score_spread":0.2301209684632739,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}